Title :
A Kalman-type observer for discrete-time systems with multiple delays
Author :
Boutayeb, M. ; Darouach, M.
Author_Institution :
Univ. Henri Poincare, Cosnes et Romain, France
Abstract :
In this note a useful and systematic approach to design observers for discrete-time systems with multiple delays, under general conditions, is presented. The proposed technique is developed along the lines of the Kalman filter while the observer´s order is independent from the number of delays and, is equal to the state dimension. From the comparison to the global Kalman algorithm, it is shown that under the observability condition asymptotic convergence is guaranteed. To illustrate properties of the proposed observer, a numerical example is provided
Keywords :
Kalman filters; convergence; delay systems; discrete time systems; observability; observers; Kalman-type observer; discrete-time systems; multiple delays; observer order; state dimension; Convergence; Delay systems; Design methodology; Eigenvalues and eigenfunctions; Kalman filters; Linear systems; Observability; Observers; State estimation; Symmetric matrices;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.762026